Risk refers to the potential for loss or the uncertainty associated with any decision or action, particularly in statistical and decision-making contexts. It encompasses the likelihood of unfavorable outcomes and the severity of their impact, making it a critical aspect when evaluating loss functions. Understanding risk allows for better management of uncertainties and aids in making informed decisions based on expected outcomes.
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